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Quick Summary
Calculate the fraction of unique users who confirmed their signup relative to the total number of signups.
Include users with no texts in the denominator and treat them as unconfirmed.
Handle multiple text records per user by counting each user only once if they have at least one confirmation.
What This Tests
Using left joins to maintain the full population of signups while linking to activity logs.
Conditional aggregation to count distinct entities satisfying a specific condition.
Managing one-to-many relationships and ensuring correct cardinality in metrics.
Precision handling for decimal results and rounding requirements.
Common Patterns
Left Join
Aggregation
Deduplication
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